McG-221/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-mlx-8Bit
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McG-221/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-mlx-8Bit
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Markobes/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-Q8_0-GGUF
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mradermacher/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-i1-GGUF
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Markobes/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-Q8_0-GGUF
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zelk12/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-Q6_K-GGUF
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mradermacher/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-GGUF
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DavidAU/OpenAI-gpt-oss-20B-INSTRUCT-Heretic-Uncensored-MXFP4
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DavidAU/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored
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Fine-tune Llama 3.1 Ultra-Efficiently with Unsloth
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Tiny but mighty: LFM 1.2B - 11 Distill / Fine tunes : Exceeding all benchmarks at 300-700+ T/S on GPU, 60+ T/S CPU.
Almost all exceed LFM 1.2B Benchmarks - which are already very impressive.
All benchmarks posted.
A specialized merge of multiple of these fine tunes by @nightmedia FAR exceeds the benchmarks set by the already impressive LFM.
(LFM2.5-1.2B-MEGABRAIN-Thinking-Polaris-ClaudeHOPUS-Deepseek-GLM)
Included are GLM 4.7 Flash, DeepSeek, Claude, Kimi V2 and other distill fine tunes.
Here is the collection ( Quants by MRadermarcher).
https://huggingface.co/collections/DavidAU/lfm-12b-sota-400-700-t-s-enhanced-fine-tunes-distills
Almost all exceed LFM 1.2B Benchmarks - which are already very impressive.
All benchmarks posted.
A specialized merge of multiple of these fine tunes by @nightmedia FAR exceeds the benchmarks set by the already impressive LFM.
(LFM2.5-1.2B-MEGABRAIN-Thinking-Polaris-ClaudeHOPUS-Deepseek-GLM)
Included are GLM 4.7 Flash, DeepSeek, Claude, Kimi V2 and other distill fine tunes.
Here is the collection ( Quants by MRadermarcher).
https://huggingface.co/collections/DavidAU/lfm-12b-sota-400-700-t-s-enhanced-fine-tunes-distills
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Uncensored, Heretic GGUF quants of GLM 4.7 (30B-A3B) with correct Llamacpp and all updates ; NEO-CODE Imatrix W 16 bit OTs.
Also specialized quants (balanced for this model), and all quants are NEO-CODE Imatrix W 16 bit output tensor.
DavidAU/GLM-4.7-Flash-Uncensored-Heretic-NEO-CODE-Imatrix-MAX-GGUF
"Reg quants, non-heretic" :
Also 16 bit ot, NEO-CODE Imatrix and specialized:
DavidAU/GLM-4.7-Flash-NEO-CODE-Imatrix-MAX-GGUF
Also specialized quants (balanced for this model), and all quants are NEO-CODE Imatrix W 16 bit output tensor.
DavidAU/GLM-4.7-Flash-Uncensored-Heretic-NEO-CODE-Imatrix-MAX-GGUF
"Reg quants, non-heretic" :
Also 16 bit ot, NEO-CODE Imatrix and specialized:
DavidAU/GLM-4.7-Flash-NEO-CODE-Imatrix-MAX-GGUF